Ruben Pauwels

15 papers Misc 1Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Deep Learning-based Assessment of the Relation Between the Third Molar and Mandibular Canal on Panoramic Radiographs using Local, Centralized, and Federated Learning.
CoRR
Johan Andreas Balle Rubak, Sara Haghighat, Sanyam Jain, Mostafa Aldesoki, Akhilanand Chaurasia, Sarah Sadat Ehsani, Faezeh Dehghan Ghanatkaman, Ahmad Badruddin Ghazali, Julien Issa, Basel Khalil, Rishi Ramani, Ruben Pauwels
2026 J jnl
HARU-Net: Hybrid Attention Residual U-Net for Edge-Preserving Denoising in Cone-Beam Computed Tomography.
CoRR
Khuram Naveed, Ruben Pauwels
2025 J jnl
Federated learning, ethics, and the double black box problem in medical AI.
CoRR
Joshua Hatherley, Anders Søgaard, Angela Ballantyne, Ruben Pauwels
2025 J jnl
Impact of Labeling Inaccuracy and Image Noise on Tooth Segmentation in Panoramic Radiographs using Federated, Centralized and Local Learning.
CoRR
Johan Andreas Balle Rubak, Khuram Naveed, Sanyam Jain, Lukas Esterle, Alexandros Iosifidis, Ruben Pauwels
2025 J jnl
InJecteD: Analyzing Trajectories and Drift Dynamics in Denoising Diffusion Probabilistic Models for 2D Point Cloud Generation.
CoRR
Sanyam Jain, Khuram Naveed, Illia Oleksiienko, Alexandros Iosifidis, Ruben Pauwels
2025 J jnl
NAADA: A Noise-Aware Attention Denoising Autoencoder for Dental Panoramic Radiographs.
CoRR
Khuram Naveed, Bruna Neves de Freitas, Ruben Pauwels
2025 J jnl
Pano-GAN: A Deep Generative Model for Panoramic Dental Radiographs.
J. Imaging
Søren Pedersen, Sanyam Jain, Mikkel Chavez, Viktor Ladehoff, Bruna Neves de Freitas, Ruben Pauwels
2025 J jnl
PanoDiff-SR: Synthesizing Dental Panoramic Radiographs using Diffusion and Super-resolution.
CoRR
Sanyam Jain, Bruna Neves de Freitas, Andreas Basse-OConnor, Alexandros Iosifidis, Ruben Pauwels
2025 J jnl
PanoGAN A Deep Generative Model for Panoramic Dental Radiographs.
CoRR
Søren Pedersen, Sanyam Jain, Mikkel Chavez, Viktor Ladehoff, Bruna Neves de Freitas, Ruben Pauwels
2024 — conf
An Explainable and Conformal AI Model to Detect Temporomandibular Joint Involvement in Children Suffering from Juvenile Idiopathic Arthritis.
EMBC
Lena Todnem Bach Christensen, Dikte Straadt, Stratos Vassis, Christian Marius Lillelund, Peter Bangsgaard Stoustrup, Ruben Pauwels, Thomas Klit Pedersen, Christian Fischer Pedersen
2024 J jnl
An Explainable and Conformal AI Model to Detect Temporomandibular Joint Involvement in Children Suffering from Juvenile Idiopathic Arthritis.
CoRR
Lena Todnem Bach Christensen, Dikte Straadt, Stratos Vassis, Christian Marius Lillelund, Peter Bangsgaard Stoustrup, Ruben Pauwels, Thomas Klit Pedersen, Christian Fischer Pedersen
2023 J jnl
Accuracy of Intra-Oral Radiography and Cone Beam Computed Tomography in the Diagnosis of Buccal Bone Loss.
J. Imaging
Véronique Christiaens, Ruben Pauwels, Bassant Mowafey, Reinhilde Jacobs
2022 J jnl
How Does Ambient Light Affect the Image Quality of Phosphor Plate Digital Radiography? A Quantitative Analysis Using Contemporary Digital Radiographic Systems.
Sensors
Matheus Sampaio-Oliveira, Luiz Eduardo Marinho-Vieira, Victor Aquino Wanderley, Gláucia Maria Bovi Ambrosano, Ruben Pauwels, Matheus L. Oliveira
2021 Misc conf
HCGM-Net: A Deep Unfolding Network for Financial Index Tracking.
ICASSP
Ruben Pauwels, Evaggelia Tsiligianni, Nikos Deligiannis
2014 J jnl
Automated implant segmentation in cone-beam CT using edge detection and particle counting.
Int. J. Comput. Assist. Radiol. Surg.
Ruben Pauwels, Reinhilde Jacobs, Hilde Bosmans, Pisha Pittayapat, Pasupen Kosalagood, Onanong Silkosessak, Soontra Panmekiate